Week3.ipynb

{
    "cells": [
        {
            "metadata": {},
            "cell_type": "markdown",
            "source": "# PART 1"
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "import pandas as pd\nimport requests\nfrom bs4 import BeautifulSoup\nprint(\"Imported!\")",
            "execution_count": 1,
            "outputs": [
                {
                    "output_type": "stream",
                    "text": "Imported!\n",
                    "name": "stdout"
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "url = \"https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M\"\nextracting_data = requests.get(url).text\nwiki_data = BeautifulSoup(extracting_data, 'lxml')",
            "execution_count": 2,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "wiki_data",
            "execution_count": 3,
            "outputs": [
                {
                    "output_type": "execute_result",
                    "execution_count": 3,
                    "data": {
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href=\"/w/load.php?lang=en&amp;modules=ext.cite.styles%7Cext.uls.interlanguage%7Cext.visualEditor.desktopArticleTarget.noscript%7Cext.wikimediaBadges%7Cjquery.tablesorter.styles%7Cskins.vector.styles.legacy%7Cwikibase.client.init&amp;only=styles&amp;skin=vector\" rel=\"stylesheet\"/>\n<script async=\"\" src=\"/w/load.php?lang=en&amp;modules=startup&amp;only=scripts&amp;raw=1&amp;skin=vector\"></script>\n<meta content=\"\" name=\"ResourceLoaderDynamicStyles\"/>\n<link href=\"/w/load.php?lang=en&amp;modules=site.styles&amp;only=styles&amp;skin=vector\" rel=\"stylesheet\"/>\n<meta content=\"MediaWiki 1.36.0-wmf.25\" name=\"generator\"/>\n<meta content=\"origin\" name=\"referrer\"/>\n<meta content=\"origin-when-crossorigin\" name=\"referrer\"/>\n<meta content=\"origin-when-cross-origin\" name=\"referrer\"/>\n<link href=\"//upload.wikimedia.org\" rel=\"preconnect\"/>\n<link href=\"//en.m.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M\" media=\"only screen and (max-width: 720px)\" rel=\"alternate\"/>\n<link href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit\" rel=\"alternate\" title=\"Edit this page\" type=\"application/x-wiki\"/>\n<link href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit\" rel=\"edit\" title=\"Edit this page\"/>\n<link href=\"/static/apple-touch/wikipedia.png\" rel=\"apple-touch-icon\"/>\n<link href=\"/static/favicon/wikipedia.ico\" rel=\"shortcut icon\"/>\n<link href=\"/w/opensearch_desc.php\" rel=\"search\" title=\"Wikipedia (en)\" type=\"application/opensearchdescription+xml\"/>\n<link href=\"//en.wikipedia.org/w/api.php?action=rsd\" rel=\"EditURI\" type=\"application/rsd+xml\"/>\n<link href=\"//creativecommons.org/licenses/by-sa/3.0/\" rel=\"license\"/>\n<link href=\"https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M\" rel=\"canonical\"/>\n<link href=\"//login.wikimedia.org\" rel=\"dns-prefetch\"/>\n<link href=\"//meta.wikimedia.org\" rel=\"dns-prefetch\"/>\n</head>\n<body class=\"mediawiki ltr sitedir-ltr mw-hide-empty-elt ns-0 ns-subject mw-editable page-List_of_postal_codes_of_Canada_M rootpage-List_of_postal_codes_of_Canada_M skin-vector action-view skin-vector-legacy\"><div class=\"noprint\" id=\"mw-page-base\"></div>\n<div class=\"noprint\" id=\"mw-head-base\"></div>\n<div class=\"mw-body\" id=\"content\" role=\"main\">\n<a id=\"top\"></a>\n<div class=\"mw-body-content\" id=\"siteNotice\"><!-- CentralNotice --></div>\n<div class=\"mw-indicators mw-body-content\">\n</div>\n<h1 class=\"firstHeading\" id=\"firstHeading\" lang=\"en\">List of postal codes of Canada: M</h1>\n<div class=\"mw-body-content\" id=\"bodyContent\">\n<div class=\"noprint\" id=\"siteSub\">From Wikipedia, the free encyclopedia</div>\n<div id=\"contentSub\"></div>\n<div id=\"contentSub2\"></div>\n<div id=\"jump-to-nav\"></div>\n<a class=\"mw-jump-link\" href=\"#mw-head\">Jump to navigation</a>\n<a class=\"mw-jump-link\" href=\"#searchInput\">Jump to search</a>\n<div class=\"mw-content-ltr\" dir=\"ltr\" id=\"mw-content-text\" lang=\"en\"><div class=\"mw-parser-output\"><div class=\"shortdescription nomobile noexcerpt noprint searchaux\" style=\"display:none\">Wikipedia list article</div>\n<p>This is a list of <a href=\"/wiki/Postal_codes_in_Canada\" title=\"Postal codes in Canada\">postal codes in Canada</a> where the first letter is M. Postal codes beginning with M are located within the city of <a href=\"/wiki/Toronto\" title=\"Toronto\">Toronto</a> in the province of <a href=\"/wiki/Ontario\" title=\"Ontario\">Ontario</a>. Only the first three characters are listed, corresponding to the Forward Sortation Area.\n</p><p><a href=\"/wiki/Canada_Post\" title=\"Canada Post\">Canada Post</a> provides a free postal code look-up tool on its website,<sup class=\"reference\" id=\"cite_ref-1\"><a href=\"#cite_note-1\">[1]</a></sup> via its <a href=\"/wiki/Mobile_app\" title=\"Mobile app\">applications</a> for such <a class=\"mw-redirect\" href=\"/wiki/Smartphones\" title=\"Smartphones\">smartphones</a> as the <a href=\"/wiki/IPhone\" title=\"IPhone\">iPhone</a> and <a href=\"/wiki/BlackBerry\" title=\"BlackBerry\">BlackBerry</a>,<sup class=\"reference\" id=\"cite_ref-2\"><a href=\"#cite_note-2\">[2]</a></sup>  and sells hard-copy directories and <a href=\"/wiki/CD-ROM\" title=\"CD-ROM\">CD-ROMs</a>. Many vendors also sell validation tools, which allow customers to properly match addresses and postal codes. Hard-copy directories can also be consulted in all post offices, and some libraries.\n</p>\n<h2><span class=\"mw-headline\" id=\"Toronto_-_103_FSAs\"><a href=\"/wiki/Toronto\" title=\"Toronto\">Toronto</a> - 103 <a href=\"/wiki/Postal_codes_in_Canada#Forward_sortation_areas\" title=\"Postal codes in Canada\">FSAs</a></span><span class=\"mw-editsection\"><span class=\"mw-editsection-bracket\">[</span><a href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit&amp;section=1\" title=\"Edit section: Toronto - 103 FSAs\">edit</a><span class=\"mw-editsection-bracket\">]</span></span></h2>\n<p>Note: There are no rural FSAs in Toronto, hence no postal codes should start with M0. However, the postal code M0R 8T0 is assigned to an <a href=\"/wiki/Amazon_(company)\" title=\"Amazon (company)\">Amazon</a> warehouse in Mississauga, suggesting that Canada Post may have reserved the M0 FSA for high volume addresses.\n</p>\n<table class=\"wikitable sortable\">\n<tbody><tr>\n<th>Postal Code\n</th>\n<th>Borough\n</th>\n<th>Neighbourhood\n</th></tr>\n<tr>\n<td>M1A\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M2A\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3A\n</td>\n<td>North York\n</td>\n<td>Parkwoods\n</td></tr>\n<tr>\n<td>M4A\n</td>\n<td>North York\n</td>\n<td>Victoria Village\n</td></tr>\n<tr>\n<td>M5A\n</td>\n<td>Downtown Toronto\n</td>\n<td>Regent Park, Harbourfront\n</td></tr>\n<tr>\n<td>M6A\n</td>\n<td>North York\n</td>\n<td>Lawrence Manor, Lawrence Heights\n</td></tr>\n<tr>\n<td>M7A\n</td>\n<td>Downtown Toronto\n</td>\n<td>Queen's Park, Ontario Provincial Government\n</td></tr>\n<tr>\n<td>M8A\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9A\n</td>\n<td>Etobicoke\n</td>\n<td>Islington Avenue, Humber Valley Village\n</td></tr>\n<tr>\n<td>M1B\n</td>\n<td>Scarborough\n</td>\n<td>Malvern, Rouge\n</td></tr>\n<tr>\n<td>M2B\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3B\n</td>\n<td>North York\n</td>\n<td>Don Mills\n</td></tr>\n<tr>\n<td>M4B\n</td>\n<td>East York\n</td>\n<td>Parkview Hill, Woodbine Gardens\n</td></tr>\n<tr>\n<td>M5B\n</td>\n<td>Downtown Toronto\n</td>\n<td>Garden District, Ryerson\n</td></tr>\n<tr>\n<td>M6B\n</td>\n<td>North York\n</td>\n<td>Glencairn\n</td></tr>\n<tr>\n<td>M7B\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8B\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9B\n</td>\n<td>Etobicoke\n</td>\n<td>West Deane Park, Princess Gardens, Martin Grove, Islington, Cloverdale\n</td></tr>\n<tr>\n<td>M1C\n</td>\n<td>Scarborough\n</td>\n<td>Rouge Hill, Port Union, Highland Creek\n</td></tr>\n<tr>\n<td>M2C\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3C\n</td>\n<td>North York\n</td>\n<td>Don Mills\n</td></tr>\n<tr>\n<td>M4C\n</td>\n<td>East York\n</td>\n<td>Woodbine Heights\n</td></tr>\n<tr>\n<td>M5C\n</td>\n<td>Downtown Toronto\n</td>\n<td>St. James Town\n</td></tr>\n<tr>\n<td>M6C\n</td>\n<td>York\n</td>\n<td>Humewood-Cedarvale\n</td></tr>\n<tr>\n<td>M7C\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8C\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9C\n</td>\n<td>Etobicoke\n</td>\n<td>Eringate, Bloordale Gardens, Old Burnhamthorpe, Markland Wood\n</td></tr>\n<tr>\n<td>M1E\n</td>\n<td>Scarborough\n</td>\n<td>Guildwood, Morningside, West Hill\n</td></tr>\n<tr>\n<td>M2E\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3E\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4E\n</td>\n<td>East Toronto\n</td>\n<td>The Beaches\n</td></tr>\n<tr>\n<td>M5E\n</td>\n<td>Downtown Toronto\n</td>\n<td>Berczy Park\n</td></tr>\n<tr>\n<td>M6E\n</td>\n<td>York\n</td>\n<td>Caledonia-Fairbanks\n</td></tr>\n<tr>\n<td>M7E\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8E\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9E\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1G\n</td>\n<td>Scarborough\n</td>\n<td>Woburn\n</td></tr>\n<tr>\n<td>M2G\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3G\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4G\n</td>\n<td>East York\n</td>\n<td>Leaside\n</td></tr>\n<tr>\n<td>M5G\n</td>\n<td>Downtown Toronto\n</td>\n<td>Central Bay Street\n</td></tr>\n<tr>\n<td>M6G\n</td>\n<td>Downtown Toronto\n</td>\n<td>Christie\n</td></tr>\n<tr>\n<td>M7G\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8G\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9G\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1H\n</td>\n<td>Scarborough\n</td>\n<td>Cedarbrae\n</td></tr>\n<tr>\n<td>M2H\n</td>\n<td>North York\n</td>\n<td>Hillcrest Village\n</td></tr>\n<tr>\n<td>M3H\n</td>\n<td>North York\n</td>\n<td>Bathurst Manor, Wilson Heights, Downsview North\n</td></tr>\n<tr>\n<td>M4H\n</td>\n<td>East York\n</td>\n<td>Thorncliffe Park\n</td></tr>\n<tr>\n<td>M5H\n</td>\n<td>Downtown Toronto\n</td>\n<td>Richmond, Adelaide, King\n</td></tr>\n<tr>\n<td>M6H\n</td>\n<td>West Toronto\n</td>\n<td>Dufferin, Dovercourt Village\n</td></tr>\n<tr>\n<td>M7H\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8H\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9H\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1J\n</td>\n<td>Scarborough\n</td>\n<td>Scarborough Village\n</td></tr>\n<tr>\n<td>M2J\n</td>\n<td>North York\n</td>\n<td>Fairview, Henry Farm, Oriole\n</td></tr>\n<tr>\n<td>M3J\n</td>\n<td>North York\n</td>\n<td>Northwood Park, York University\n</td></tr>\n<tr>\n<td>M4J\n</td>\n<td>East York\n</td>\n<td>East Toronto, Broadview North (Old East York)\n</td></tr>\n<tr>\n<td>M5J\n</td>\n<td>Downtown Toronto\n</td>\n<td>Harbourfront East, Union Station, Toronto Islands\n</td></tr>\n<tr>\n<td>M6J\n</td>\n<td>West Toronto\n</td>\n<td>Little Portugal, Trinity\n</td></tr>\n<tr>\n<td>M7J\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8J\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9J\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1K\n</td>\n<td>Scarborough\n</td>\n<td>Kennedy Park, Ionview, East Birchmount Park\n</td></tr>\n<tr>\n<td>M2K\n</td>\n<td>North York\n</td>\n<td>Bayview Village\n</td></tr>\n<tr>\n<td>M3K\n</td>\n<td>North York\n</td>\n<td>Downsview\n</td></tr>\n<tr>\n<td>M4K\n</td>\n<td>East Toronto\n</td>\n<td>The Danforth West, Riverdale\n</td></tr>\n<tr>\n<td>M5K\n</td>\n<td>Downtown Toronto\n</td>\n<td>Toronto Dominion Centre, Design Exchange\n</td></tr>\n<tr>\n<td>M6K\n</td>\n<td>West Toronto\n</td>\n<td>Brockton, Parkdale Village, Exhibition Place\n</td></tr>\n<tr>\n<td>M7K\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8K\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9K\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1L\n</td>\n<td>Scarborough\n</td>\n<td>Golden Mile, Clairlea, Oakridge\n</td></tr>\n<tr>\n<td>M2L\n</td>\n<td>North York\n</td>\n<td>York Mills, Silver Hills\n</td></tr>\n<tr>\n<td>M3L\n</td>\n<td>North York\n</td>\n<td>Downsview\n</td></tr>\n<tr>\n<td>M4L\n</td>\n<td>East Toronto\n</td>\n<td>India Bazaar, The Beaches West\n</td></tr>\n<tr>\n<td>M5L\n</td>\n<td>Downtown Toronto\n</td>\n<td>Commerce Court, Victoria Hotel\n</td></tr>\n<tr>\n<td>M6L\n</td>\n<td>North York\n</td>\n<td>North Park, Maple Leaf Park, Upwood Park\n</td></tr>\n<tr>\n<td>M7L\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8L\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9L\n</td>\n<td>North York\n</td>\n<td>Humber Summit\n</td></tr>\n<tr>\n<td>M1M\n</td>\n<td>Scarborough\n</td>\n<td>Cliffside, Cliffcrest, Scarborough Village West\n</td></tr>\n<tr>\n<td>M2M\n</td>\n<td>North York\n</td>\n<td>Willowdale, Newtonbrook\n</td></tr>\n<tr>\n<td>M3M\n</td>\n<td>North York\n</td>\n<td>Downsview\n</td></tr>\n<tr>\n<td>M4M\n</td>\n<td>East Toronto\n</td>\n<td>Studio District\n</td></tr>\n<tr>\n<td>M5M\n</td>\n<td>North York\n</td>\n<td>Bedford Park, Lawrence Manor East\n</td></tr>\n<tr>\n<td>M6M\n</td>\n<td>York\n</td>\n<td>Del Ray, Mount Dennis, Keelsdale and Silverthorn\n</td></tr>\n<tr>\n<td>M7M\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8M\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9M\n</td>\n<td>North York\n</td>\n<td>Humberlea, Emery\n</td></tr>\n<tr>\n<td>M1N\n</td>\n<td>Scarborough\n</td>\n<td>Birch Cliff, Cliffside West\n</td></tr>\n<tr>\n<td>M2N\n</td>\n<td>North York\n</td>\n<td>Willowdale, Willowdale East\n</td></tr>\n<tr>\n<td>M3N\n</td>\n<td>North York\n</td>\n<td>Downsview\n</td></tr>\n<tr>\n<td>M4N\n</td>\n<td>Central Toronto\n</td>\n<td>Lawrence Park\n</td></tr>\n<tr>\n<td>M5N\n</td>\n<td>Central Toronto\n</td>\n<td>Roselawn\n</td></tr>\n<tr>\n<td>M6N\n</td>\n<td>York\n</td>\n<td>Runnymede, The Junction North\n</td></tr>\n<tr>\n<td>M7N\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8N\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9N\n</td>\n<td>York\n</td>\n<td>Weston\n</td></tr>\n<tr>\n<td>M1P\n</td>\n<td>Scarborough\n</td>\n<td>Dorset Park, Wexford Heights, Scarborough Town Centre\n</td></tr>\n<tr>\n<td>M2P\n</td>\n<td>North York\n</td>\n<td>York Mills West\n</td></tr>\n<tr>\n<td>M3P\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4P\n</td>\n<td>Central Toronto\n</td>\n<td>Davisville North\n</td></tr>\n<tr>\n<td>M5P\n</td>\n<td>Central Toronto\n</td>\n<td>Forest Hill North &amp; West, Forest Hill Road Park\n</td></tr>\n<tr>\n<td>M6P\n</td>\n<td>West Toronto\n</td>\n<td>High Park, The Junction South\n</td></tr>\n<tr>\n<td>M7P\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8P\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9P\n</td>\n<td>Etobicoke\n</td>\n<td>Westmount\n</td></tr>\n<tr>\n<td>M1R\n</td>\n<td>Scarborough\n</td>\n<td>Wexford, Maryvale\n</td></tr>\n<tr>\n<td>M2R\n</td>\n<td>North York\n</td>\n<td>Willowdale, Willowdale West\n</td></tr>\n<tr>\n<td>M3R\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4R\n</td>\n<td>Central Toronto\n</td>\n<td>North Toronto West,  Lawrence Park\n</td></tr>\n<tr>\n<td>M5R\n</td>\n<td>Central Toronto\n</td>\n<td>The Annex, North Midtown, Yorkville\n</td></tr>\n<tr>\n<td>M6R\n</td>\n<td>West Toronto\n</td>\n<td>Parkdale, Roncesvalles\n</td></tr>\n<tr>\n<td>M7R\n</td>\n<td>Mississauga\n</td>\n<td>Canada Post Gateway Processing Centre\n</td></tr>\n<tr>\n<td>M8R\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9R\n</td>\n<td>Etobicoke\n</td>\n<td>Kingsview Village, St. Phillips, Martin Grove Gardens, Richview Gardens\n</td></tr>\n<tr>\n<td>M1S\n</td>\n<td>Scarborough\n</td>\n<td>Agincourt\n</td></tr>\n<tr>\n<td>M2S\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3S\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4S\n</td>\n<td>Central Toronto\n</td>\n<td>Davisville\n</td></tr>\n<tr>\n<td>M5S\n</td>\n<td>Downtown Toronto\n</td>\n<td>University of Toronto, Harbord\n</td></tr>\n<tr>\n<td>M6S\n</td>\n<td>West Toronto\n</td>\n<td>Runnymede, Swansea\n</td></tr>\n<tr>\n<td>M7S\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8S\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9S\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1T\n</td>\n<td>Scarborough\n</td>\n<td>Clarks Corners, Tam O'Shanter, Sullivan\n</td></tr>\n<tr>\n<td>M2T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4T\n</td>\n<td>Central Toronto\n</td>\n<td>Moore Park, Summerhill East\n</td></tr>\n<tr>\n<td>M5T\n</td>\n<td>Downtown Toronto\n</td>\n<td>Kensington Market, Chinatown, Grange Park\n</td></tr>\n<tr>\n<td>M6T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M9T\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1V\n</td>\n<td>Scarborough\n</td>\n<td>Milliken, Agincourt North, Steeles East, L'Amoreaux East\n</td></tr>\n<tr>\n<td>M2V\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3V\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4V\n</td>\n<td>Central Toronto\n</td>\n<td>Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park\n</td></tr>\n<tr>\n<td>M5V\n</td>\n<td>Downtown Toronto\n</td>\n<td>CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport\n</td></tr>\n<tr>\n<td>M6V\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7V\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8V\n</td>\n<td>Etobicoke\n</td>\n<td>New Toronto, Mimico South, Humber Bay Shores\n</td></tr>\n<tr>\n<td>M9V\n</td>\n<td>Etobicoke\n</td>\n<td>South Steeles, Silverstone, Humbergate, Jamestown, Mount Olive, Beaumond Heights, Thistletown, Albion Gardens\n</td></tr>\n<tr>\n<td>M1W\n</td>\n<td>Scarborough\n</td>\n<td>Steeles West, L'Amoreaux West\n</td></tr>\n<tr>\n<td>M2W\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3W\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4W\n</td>\n<td>Downtown Toronto\n</td>\n<td>Rosedale\n</td></tr>\n<tr>\n<td>M5W\n</td>\n<td>Downtown Toronto\n</td>\n<td>Stn A PO Boxes\n</td></tr>\n<tr>\n<td>M6W\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7W\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8W\n</td>\n<td>Etobicoke\n</td>\n<td>Alderwood, Long Branch\n</td></tr>\n<tr>\n<td>M9W\n</td>\n<td>Etobicoke\n</td>\n<td>Northwest, West Humber - Clairville\n</td></tr>\n<tr>\n<td>M1X\n</td>\n<td>Scarborough\n</td>\n<td>Upper Rouge\n</td></tr>\n<tr>\n<td>M2X\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3X\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4X\n</td>\n<td>Downtown Toronto\n</td>\n<td>St. James Town, Cabbagetown\n</td></tr>\n<tr>\n<td>M5X\n</td>\n<td>Downtown Toronto\n</td>\n<td>First Canadian Place, Underground city\n</td></tr>\n<tr>\n<td>M6X\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7X\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8X\n</td>\n<td>Etobicoke\n</td>\n<td>The Kingsway, Montgomery Road, Old Mill North\n</td></tr>\n<tr>\n<td>M9X\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M2Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4Y\n</td>\n<td>Downtown Toronto\n</td>\n<td>Church and Wellesley\n</td></tr>\n<tr>\n<td>M5Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M6Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7Y\n</td>\n<td>East Toronto\n</td>\n<td>Business reply mail Processing Centre, South Central Letter Processing Plant Toronto\n</td></tr>\n<tr>\n<td>M8Y\n</td>\n<td>Etobicoke\n</td>\n<td>Old Mill South, King's Mill Park, Sunnylea, Humber Bay, Mimico NE, The Queensway East, Royal York South East, Kingsway Park South East\n</td></tr>\n<tr>\n<td>M9Y\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M1Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M2Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M3Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M4Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M5Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M6Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M7Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr>\n<tr>\n<td>M8Z\n</td>\n<td>Etobicoke\n</td>\n<td>Mimico NW, The Queensway West, South of Bloor, Kingsway Park South West, Royal York South West\n</td></tr>\n<tr>\n<td>M9Z\n</td>\n<td>Not assigned\n</td>\n<td>Not assigned\n</td></tr></tbody></table>\n<h2><span id=\"Most_populated_FSAs.5B3.5D\"></span><span class=\"mw-headline\" id=\"Most_populated_FSAs[3]\">Most populated FSAs<sup class=\"reference\" id=\"cite_ref-statcan_3-0\"><a href=\"#cite_note-statcan-3\">[3]</a></sup></span><span class=\"mw-editsection\"><span class=\"mw-editsection-bracket\">[</span><a href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit&amp;section=2\" title=\"Edit section: Most populated FSAs[3]\">edit</a><span class=\"mw-editsection-bracket\">]</span></span></h2>\n<ol><li>M1B, 65,129</li>\n<li>M2N, 60,124</li>\n<li>M1V, 55,250</li>\n<li>M9V, 55,159</li>\n<li>M2J, 54,391</li></ol>\n<h2><span id=\"Least_populated_FSAs.5B3.5D\"></span><span class=\"mw-headline\" id=\"Least_populated_FSAs[3]\">Least populated FSAs<sup class=\"reference\" id=\"cite_ref-statcan_3-1\"><a href=\"#cite_note-statcan-3\">[3]</a></sup></span><span class=\"mw-editsection\"><span class=\"mw-editsection-bracket\">[</span><a href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit&amp;section=3\" title=\"Edit section: Least populated FSAs[3]\">edit</a><span class=\"mw-editsection-bracket\">]</span></span></h2>\n<ol><li>M5K, 5</li>\n<li>M5L, 5</li>\n<li>M5W, 5</li>\n<li>M5X, 5</li>\n<li>M7A, 5</li></ol>\n<h2><span class=\"mw-headline\" id=\"References\">References</span><span class=\"mw-editsection\"><span class=\"mw-editsection-bracket\">[</span><a href=\"/w/index.php?title=List_of_postal_codes_of_Canada:_M&amp;action=edit&amp;section=4\" title=\"Edit section: References\">edit</a><span class=\"mw-editsection-bracket\">]</span></span></h2>\n<div class=\"mw-references-wrap\"><ol class=\"references\">\n<li id=\"cite_note-1\"><span class=\"mw-cite-backlink\"><b><a href=\"#cite_ref-1\">^</a></b></span> <span class=\"reference-text\">\n<style data-mw-deduplicate=\"TemplateStyles:r999302996\">.mw-parser-output cite.citation{font-style:inherit}.mw-parser-output .citation q{quotes:\"\\\"\"\"\\\"\"\"'\"\"'\"}.mw-parser-output .id-lock-free a,.mw-parser-output .citation .cs1-lock-free a{background:linear-gradient(transparent,transparent),url(\"//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg\")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited a,.mw-parser-output .id-lock-registration a,.mw-parser-output .citation .cs1-lock-limited a,.mw-parser-output .citation .cs1-lock-registration a{background:linear-gradient(transparent,transparent),url(\"//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg\")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription a,.mw-parser-output .citation .cs1-lock-subscription a{background:linear-gradient(transparent,transparent),url(\"//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg\")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-subscription,.mw-parser-output .cs1-registration{color:#555}.mw-parser-output .cs1-subscription span,.mw-parser-output .cs1-registration span{border-bottom:1px dotted;cursor:help}.mw-parser-output .cs1-ws-icon a{background:linear-gradient(transparent,transparent),url(\"//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg\")right 0.1em center/12px no-repeat}.mw-parser-output code.cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;font-size:100%}.mw-parser-output .cs1-visible-error{font-size:100%}.mw-parser-output .cs1-maint{display:none;color:#33aa33;margin-left:0.3em}.mw-parser-output .cs1-format{font-size:95%}.mw-parser-output .cs1-kern-left,.mw-parser-output .cs1-kern-wl-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right,.mw-parser-output .cs1-kern-wl-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}</style><cite class=\"citation web cs1\" id=\"CITEREFCanada_Post\">Canada Post. <a class=\"external text\" href=\"https://www.canadapost.ca/cpotools/apps/fpc/personal/findByCity?execution=e2s1\" rel=\"nofollow\">\"Canada Post - Find a Postal Code\"</a><span class=\"reference-accessdate\">. Retrieved <span class=\"nowrap\">9 November</span> 2008</span>.</cite><span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=unknown&amp;rft.btitle=Canada+Post+-+Find+a+Postal+Code&amp;rft.au=Canada+Post&amp;rft_id=https%3A%2F%2Fwww.canadapost.ca%2Fcpotools%2Fapps%2Ffpc%2Fpersonal%2FfindByCity%3Fexecution%3De2s1&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M\"></span></span>\n</li>\n<li id=\"cite_note-2\"><span class=\"mw-cite-backlink\"><b><a href=\"#cite_ref-2\">^</a></b></span> <span class=\"reference-text\"><link href=\"mw-data:TemplateStyles:r999302996\" rel=\"mw-deduplicated-inline-style\"/><cite class=\"citation web cs1\"><a class=\"external text\" href=\"https://web.archive.org/web/20110519093024/http://www.canadapost.ca/cpo/mc/personal/tools/mobileapp/default.jsf\" rel=\"nofollow\">\"Mobile Apps\"</a>. Canada Post. Archived from <a class=\"external text\" href=\"http://www.canadapost.ca/cpo/mc/personal/tools/mobileapp/default.jsf\" rel=\"nofollow\">the original</a> on 2011-05-19.</cite><span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=unknown&amp;rft.btitle=Mobile+Apps&amp;rft.pub=Canada+Post&amp;rft_id=http%3A%2F%2Fwww.canadapost.ca%2Fcpo%2Fmc%2Fpersonal%2Ftools%2Fmobileapp%2Fdefault.jsf&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M\"></span></span>\n</li>\n<li id=\"cite_note-statcan-3\"><span class=\"mw-cite-backlink\">^ <a href=\"#cite_ref-statcan_3-0\"><sup><i><b>a</b></i></sup></a> <a href=\"#cite_ref-statcan_3-1\"><sup><i><b>b</b></i></sup></a></span> <span class=\"reference-text\"><link href=\"mw-data:TemplateStyles:r999302996\" rel=\"mw-deduplicated-inline-style\"/><cite class=\"citation web cs1\"><a class=\"external text\" href=\"http://www12.statcan.ca/english/census06/data/popdwell/Table.cfm?T=1201&amp;SR=1&amp;S=0&amp;O=A&amp;RPP=9999&amp;PR=0&amp;CMA=0\" rel=\"nofollow\">\"2006 Census of Population\"</a>. 15 October 2008.</cite><span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=unknown&amp;rft.btitle=2006+Census+of+Population&amp;rft.date=2008-10-15&amp;rft_id=http%3A%2F%2Fwww12.statcan.ca%2Fenglish%2Fcensus06%2Fdata%2Fpopdwell%2FTable.cfm%3FT%3D1201%26SR%3D1%26S%3D0%26O%3DA%26RPP%3D9999%26PR%3D0%26CMA%3D0&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M\"></span></span>\n</li>\n</ol></div>\n<table class=\"navbox\">\n<tbody><tr>\n<td style=\"width:36px; text-align:center\"><a class=\"image\" href=\"/wiki/File:Flag_of_Canada.svg\" title=\"Flag of Canada\"><img alt=\"Flag of Canada\" data-file-height=\"600\" data-file-width=\"1200\" decoding=\"async\" height=\"18\" src=\"//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/36px-Flag_of_Canada.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/54px-Flag_of_Canada.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/72px-Flag_of_Canada.svg.png 2x\" width=\"36\"/></a>\n</td>\n<th class=\"navbox-title\" style=\"font-size:110%\"><a href=\"/wiki/Postal_codes_in_Canada\" title=\"Postal codes in Canada\">Canadian postal codes</a>\n</th>\n<td style=\"width:36px; text-align:center\"><a class=\"image\" href=\"/wiki/File:Canadian_postal_district_map_(without_legends).svg\"><img alt=\"Canadian postal district map (without legends).svg\" data-file-height=\"846\" data-file-width=\"1000\" decoding=\"async\" height=\"18\" src=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/21px-Canadian_postal_district_map_%28without_legends%29.svg.png\" srcset=\"//upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/32px-Canadian_postal_district_map_%28without_legends%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/43px-Canadian_postal_district_map_%28without_legends%29.svg.png 2x\" width=\"21\"/></a>\n</td></tr>\n<tr>\n<td colspan=\"3\" style=\"text-align:center; font-size: 100%;\">\n<table cellspacing=\"0\" style=\"background-color: #F8F8F8;\" width=\"100%\">\n<tbody><tr>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Newfoundland_and_Labrador\" title=\"Newfoundland and Labrador\">NL</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Nova_Scotia\" title=\"Nova Scotia\">NS</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Prince_Edward_Island\" title=\"Prince Edward Island\">PE</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/New_Brunswick\" title=\"New Brunswick\">NB</a>\n</td>\n<td colspan=\"3\" style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Quebec\" title=\"Quebec\">QC</a>\n</td>\n<td colspan=\"5\" style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Ontario\" title=\"Ontario\">ON</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Manitoba\" title=\"Manitoba\">MB</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Saskatchewan\" title=\"Saskatchewan\">SK</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Alberta\" title=\"Alberta\">AB</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/British_Columbia\" title=\"British Columbia\">BC</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Nunavut\" title=\"Nunavut\">NU</a>/<a href=\"/wiki/Northwest_Territories\" title=\"Northwest Territories\">NT</a>\n</td>\n<td style=\"text-align:center; border:1px solid #aaa;\"><a href=\"/wiki/Yukon\" title=\"Yukon\">YT</a>\n</td></tr>\n<tr>\n<td align=\"center\" style=\"border: 1px solid #FF0000; background-color: #FFE0E0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_A\" title=\"List of postal codes of Canada: A\">A</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #FF4000; background-color: #FFE8E0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_B\" title=\"List of postal codes of Canada: B\">B</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #FF8000; background-color: #FFF0E0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_C\" title=\"List of postal codes of Canada: C\">C</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #FFC000; background-color: #FFF8E0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_E\" title=\"List of postal codes of Canada: E\">E</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #FFFF00; background-color: #FFFFE0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_G\" title=\"List of postal codes of Canada: G\">G</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #C0FF00; background-color: #F8FFE0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_H\" title=\"List of postal codes of Canada: H\">H</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #80FF00; background-color: #F0FFE0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_J\" title=\"List of postal codes of Canada: J\">J</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #00FF00; background-color: #E0FFE0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_K\" title=\"List of postal codes of Canada: K\">K</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #00FF80; background-color: #E0FFF0; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_L\" title=\"List of postal codes of Canada: L\">L</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #E0FFF8; background-color: #00FFC0; font-size: 135%; color: black;\" width=\"5%\"><a class=\"mw-selflink selflink\">M</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #00FFE0; background-color: #E0FFFC; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_N\" title=\"List of postal codes of Canada: N\">N</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #00FFFF; background-color: #E0FFFF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_P\" title=\"List of postal codes of Canada: P\">P</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #00C0FF; background-color: #E0F8FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_R\" title=\"List of postal codes of Canada: R\">R</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #0080FF; background-color: #E0F0FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_S\" title=\"List of postal codes of Canada: S\">S</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #0040FF; background-color: #E0E8FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_T\" title=\"List of postal codes of Canada: T\">T</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #0000FF; background-color: #E0E0FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_V\" title=\"List of postal codes of Canada: V\">V</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #A000FF; background-color: #E8E0FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_X\" title=\"List of postal codes of Canada: X\">X</a>\n</td>\n<td align=\"center\" style=\"border: 1px solid #FF00FF; background-color: #FFE0FF; font-size: 135%;\" width=\"5%\"><a href=\"/wiki/List_of_postal_codes_of_Canada:_Y\" title=\"List of postal codes of Canada: Y\">Y</a>\n</td></tr></tbody></table>\n</td></tr></tbody></table>\n<!-- \nNewPP limit report\nParsed by mw1324\nCached time: 20210110160845\nCache expiry: 2592000\nDynamic content: false\nComplications: [vary\u2010revision\u2010sha1]\nCPU time usage: 0.236 seconds\nReal time usage: 0.296 seconds\nPreprocessor visited node count: 279/1000000\nPost\u2010expand include size: 10828/2097152 bytes\nTemplate argument size: 275/2097152 bytes\nHighest expansion depth: 8/40\nExpensive parser function count: 0/500\nUnstrip recursion depth: 1/20\nUnstrip post\u2010expand size: 9406/5000000 bytes\nLua time usage: 0.121/10.000 seconds\nLua memory usage: 3013474/52428800 bytes\nNumber of Wikibase entities loaded: 0/400\n-->\n<!--\nTransclusion expansion time report (%,ms,calls,template)\n100.00%  228.604      1 -total\n 55.59%  127.071      3 Template:Cite_web\n 37.04%   84.665      1 Template:Short_description\n 18.94%   43.290      1 Template:Pagetype\n 10.20%   23.308      2 Template:Main_other\n  8.07%   18.448      1 Template:SDcat\n  2.23%    5.104      1 Template:Canadian_postal_codes\n-->\n<!-- Saved in parser cache with key enwiki:pcache:idhash:539066-0!canonical and timestamp 20210110160844 and revision id 995657573. 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                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "column_names = ['Postalcode','Borough','Neighborhood']\ntoronto = pd.DataFrame(columns = column_names)\n\ncontent = wiki_data.find('div', class_='mw-parser-output')\ntable = content.table.tbody\npostcode = 0\nborough = 0\nneighborhood = 0\n\nfor tr in table.find_all('tr'):\n    i = 0\n    for td in tr.find_all('td'):\n        if i == 0:\n            postcode = td.text\n            i = i + 1\n        elif i == 1:\n            borough = td.text\n            i = i + 1\n        elif i == 2: \n            neighborhood = td.text.strip('\\n').replace(']','')\n    toronto = toronto.append({'Postalcode': postcode,'Borough': borough,'Neighborhood': neighborhood},ignore_index=True)",
            "execution_count": 4,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "# clean dataframe \ntoronto = toronto[toronto.Borough!='Not assigned']\ntoronto = toronto[toronto.Borough!= 0]\ntoronto.reset_index(drop = True, inplace = True)\ni = 0\nfor i in range(0,toronto.shape[0]):\n    if toronto.iloc[i][2] == 'Not assigned':\n        toronto.iloc[i][2] = toronto.iloc[i][1]\n        i = i+1",
            "execution_count": 5,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df = toronto.groupby(['Postalcode','Borough'])['Neighborhood'].apply(', '.join).reset_index()\ndf",
            "execution_count": 6,
            "outputs": [
                {
                    "output_type": "execute_result",
                    "execution_count": 6,
                    "data": {
                        "text/plain": "    Postalcode         Borough  \\\n0        M1A\\n  Not assigned\\n   \n1        M1B\\n   Scarborough\\n   \n2        M1C\\n   Scarborough\\n   \n3        M1E\\n   Scarborough\\n   \n4        M1G\\n   Scarborough\\n   \n..         ...             ...   \n175      M9V\\n     Etobicoke\\n   \n176      M9W\\n     Etobicoke\\n   \n177      M9X\\n  Not assigned\\n   \n178      M9Y\\n  Not assigned\\n   \n179      M9Z\\n  Not assigned\\n   \n\n                                          Neighborhood  \n0                                       Not assigned\\n  \n1                                       Malvern, Rouge  \n2               Rouge Hill, Port Union, Highland Creek  \n3                    Guildwood, Morningside, West Hill  \n4                                               Woburn  \n..                                                 ...  \n175  South Steeles, Silverstone, Humbergate, Jamest...  \n176                Northwest, West Humber - Clairville  \n177                                     Not assigned\\n  \n178                                     Not assigned\\n  \n179                                     Not assigned\\n  \n\n[180 rows x 3 columns]",
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postalcode</th>\n      <th>Borough</th>\n      <th>Neighborhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1A\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M1B\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Malvern, Rouge</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>M1C\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Rouge Hill, Port Union, Highland Creek</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M1E\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Guildwood, Morningside, West Hill</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M1G\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Woburn</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>175</th>\n      <td>M9V\\n</td>\n      <td>Etobicoke\\n</td>\n      <td>South Steeles, Silverstone, Humbergate, Jamest...</td>\n    </tr>\n    <tr>\n      <th>176</th>\n      <td>M9W\\n</td>\n      <td>Etobicoke\\n</td>\n      <td>Northwest, West Humber - Clairville</td>\n    </tr>\n    <tr>\n      <th>177</th>\n      <td>M9X\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>178</th>\n      <td>M9Y\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>179</th>\n      <td>M9Z\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n  </tbody>\n</table>\n<p>180 rows \u00d7 3 columns</p>\n</div>"
                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df.describe()",
            "execution_count": 7,
            "outputs": [
                {
                    "output_type": "execute_result",
                    "execution_count": 7,
                    "data": {
                        "text/plain": "       Postalcode         Borough    Neighborhood\ncount         180             180             180\nunique        180              11             100\ntop         M3H\\n  Not assigned\\n  Not assigned\\n\nfreq            1              77              77",
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postalcode</th>\n      <th>Borough</th>\n      <th>Neighborhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>count</th>\n      <td>180</td>\n      <td>180</td>\n      <td>180</td>\n    </tr>\n    <tr>\n      <th>unique</th>\n      <td>180</td>\n      <td>11</td>\n      <td>100</td>\n    </tr>\n    <tr>\n      <th>top</th>\n      <td>M3H\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>freq</th>\n      <td>1</td>\n      <td>77</td>\n      <td>77</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df = df.dropna()\nempty = 'Not assigned'\ndf = df[(df.Postalcode != empty ) & (df.Borough != empty) & (df.Neighborhood != empty)]",
            "execution_count": 8,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df.head()",
            "execution_count": 9,
            "outputs": [
                {
                    "output_type": "execute_result",
                    "execution_count": 9,
                    "data": {
                        "text/plain": "  Postalcode         Borough                            Neighborhood\n0      M1A\\n  Not assigned\\n                          Not assigned\\n\n1      M1B\\n   Scarborough\\n                          Malvern, Rouge\n2      M1C\\n   Scarborough\\n  Rouge Hill, Port Union, Highland Creek\n3      M1E\\n   Scarborough\\n       Guildwood, Morningside, West Hill\n4      M1G\\n   Scarborough\\n                                  Woburn",
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postalcode</th>\n      <th>Borough</th>\n      <th>Neighborhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1A\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M1B\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Malvern, Rouge</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>M1C\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Rouge Hill, Port Union, Highland Creek</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M1E\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Guildwood, Morningside, West Hill</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M1G\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Woburn</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "def neighborhood_list(grouped):    \n    return ', '.join(sorted(grouped['Neighborhood'].tolist()))\n                    \ngrp = df.groupby(['Postalcode', 'Borough'])\ndf_2 = grp.apply(neighborhood_list).reset_index(name='Neighborhood')",
            "execution_count": 10,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df_2.describe()",
            "execution_count": 11,
            "outputs": [
                {
                    "output_type": "execute_result",
                    "execution_count": 11,
                    "data": {
                        "text/plain": "       Postalcode         Borough    Neighborhood\ncount         180             180             180\nunique        180              11             100\ntop         M3H\\n  Not assigned\\n  Not assigned\\n\nfreq            1              77              77",
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postalcode</th>\n      <th>Borough</th>\n      <th>Neighborhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>count</th>\n      <td>180</td>\n      <td>180</td>\n      <td>180</td>\n    </tr>\n    <tr>\n      <th>unique</th>\n      <td>180</td>\n      <td>11</td>\n      <td>100</td>\n    </tr>\n    <tr>\n      <th>top</th>\n      <td>M3H\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>freq</th>\n      <td>1</td>\n      <td>77</td>\n      <td>77</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "print(df_2.shape)\ndf_2.head()",
            "execution_count": 12,
            "outputs": [
                {
                    "output_type": "stream",
                    "text": "(180, 3)\n",
                    "name": "stdout"
                },
                {
                    "output_type": "execute_result",
                    "execution_count": 12,
                    "data": {
                        "text/plain": "  Postalcode         Borough                            Neighborhood\n0      M1A\\n  Not assigned\\n                          Not assigned\\n\n1      M1B\\n   Scarborough\\n                          Malvern, Rouge\n2      M1C\\n   Scarborough\\n  Rouge Hill, Port Union, Highland Creek\n3      M1E\\n   Scarborough\\n       Guildwood, Morningside, West Hill\n4      M1G\\n   Scarborough\\n                                  Woburn",
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postalcode</th>\n      <th>Borough</th>\n      <th>Neighborhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1A\\n</td>\n      <td>Not assigned\\n</td>\n      <td>Not assigned\\n</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M1B\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Malvern, Rouge</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>M1C\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Rouge Hill, Port Union, Highland Creek</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M1E\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Guildwood, Morningside, West Hill</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M1G\\n</td>\n      <td>Scarborough\\n</td>\n      <td>Woburn</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
                    },
                    "metadata": {}
                }
            ]
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "df_2.to_csv('toronto.csv', index=False)",
            "execution_count": 13,
            "outputs": []
        },
        {
            "metadata": {},
            "cell_type": "code",
            "source": "",
            "execution_count": null,
            "outputs": []
        }
    ],
    "metadata": {
        "kernelspec": {
            "name": "python3",
            "display_name": "Python 3.7",
            "language": "python"
        },
        "language_info": {
            "name": "python",
            "version": "3.7.9",
            "mimetype": "text/x-python",
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "pygments_lexer": "ipython3",
            "nbconvert_exporter": "python",
            "file_extension": ".py"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 1
}